#Reading the csv file into R
assignment1 <- read.csv("customertxndata.csv",sep=",", header=TRUE)

#Cross checking if the right table / data frame has been loaded
head(assignment1)
##   X7 X0 Android   Male      X0.1
## 1 20  1     iOS   <NA>  576.8668
## 2 22  1     iOS Female  850.0000
## 3 24  2     iOS Female 1050.0000
## 4  1  0 Android   Male    0.0000
## 5 13  1 Android   Male  460.0000
## 6 23  2     iOS   Male 1850.0000
#Adding column names to the data frame
colnames(assignment1)<-c("Visits","Transaction", "OS", "Gender", "Revenue")

#Checking if the columns have been added
head(assignment1)
##   Visits Transaction      OS Gender   Revenue
## 1     20           1     iOS   <NA>  576.8668
## 2     22           1     iOS Female  850.0000
## 3     24           2     iOS Female 1050.0000
## 4      1           0 Android   Male    0.0000
## 5     13           1 Android   Male  460.0000
## 6     23           2     iOS   Male 1850.0000
#Getting the total number of entries by counting the number of rowa
total_cases <- nrow(assignment1)
total_cases
## [1] 22799
#Calculating the mean visits
mean_visits <- mean(assignment1$Visits)
mean_visits
## [1] 12.48673
#Calculating median revenue
median_revenue <- median(assignment1$Revenue)
median_revenue
## [1] 344.6516
#Creating a new table with omitted transactions using na.omit
omitted_transactions = na.omit(assignment1$Transaction)

#Calculating maximum and minimum transaction value
max_transactions <- max(omitted_transactions)
min_transactions <- min(omitted_transactions)
max_transactions
## [1] 2
min_transactions
## [1] 0
#Checking most commonly used OS by summary
summary(assignment1$OS)
## Android     iOS 
##   16027    6772
#Creating a basic scatterplot diagram for Visits & Revenue
plot(assignment1$Visits, assignment1$Revenue, main="Basic Scatterplot", xlab = "VISITS", ylab = ("REVENUE"))

#Finding the co-relation between the two specified in the scatterplot diagram
cor(assignment1$Visits,assignment1$Revenue)
## [1] 0.7388375
#Checking for every column for the presence of NA vlaues using is.na() 
any(is.na(assignment1$visits))
## [1] FALSE
any(is.na(assignment1$Transaction))
## [1] TRUE
any(is.na(assignment1$OS))
## [1] FALSE
any(is.na(assignment1$Gender))
## [1] TRUE
any(is.na(assignment1$Revenue))
## [1] FALSE
#I will impute the transaction values using mean imputation & gender values using ifelse
#Duplicating original data frame to new to keep original variable intact
imputed_assignment1 <- assignment1

#Get mean value of transaction
mean_transaction <- mean(imputed_assignment1$Transaction , na.rm = T)

#Substituting NA with mean values
imputed_assignment1$Transaction[is.na(imputed_assignment1$Transaction)] = mean_transaction

summary(imputed_assignment1$Gender)
## Female   Male   NA's 
##   2670  14729   5400
summary(imputed_assignment1$Revenue)
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##     0.0   170.0   344.7   455.0   576.9  2000.0
#Calculate mean revenue
mean_revenue <- mean(imputed_assignment1$Revenue)

#Replacing NA in gender using logic: People with revenue, higher that mean revenue will be female and likewise 
imputed_assignment1$Gender[is.na(imputed_assignment1$Gender)]=ifelse(imputed_assignment1$Revenue > mean_revenue, "Female","Male")
## Warning in x[...] <- m: number of items to replace is not a multiple of
## replacement length
imputed_assignment1
##       Visits Transaction      OS Gender   Revenue
## 1         20   1.0000000     iOS Female  576.8668
## 2         22   1.0000000     iOS Female  850.0000
## 3         24   2.0000000     iOS Female 1050.0000
## 4          1   0.0000000 Android   Male    0.0000
## 5         13   1.0000000 Android   Male  460.0000
## 6         23   2.0000000     iOS   Male 1850.0000
## 7         14   1.0000000 Android   Male  480.0000
## 8         11   1.0000000 Android   Male  110.0000
## 9         24   2.0000000     iOS   Male 1950.0000
## 10        17   1.0000000 Android   Male  225.0000
## 11        14   1.0000000 Android Female  344.6516
## 12         2   0.0000000 Android   Male    0.0000
## 13         8   1.0000000 Android Female  344.6516
## 14        24   2.0000000     iOS   Male 1850.0000
## 15        23   2.0000000     iOS Female 1300.0000
## 16        18   2.0000000 Android   Male  990.3062
## 17        16   0.9930473 Android   Male  405.2441
## 18        25   2.0000000     iOS   Male 1950.0000
## 19        17   1.0000000 Android   Male  550.0000
## 20        18   2.0000000     iOS Female 1500.0000
## 21        14   1.0000000 Android   Male  330.0000
## 22         7   0.0000000 Android   Male    0.0000
## 23         3   0.9930473 Android   Male  121.7745
## 24        25   2.0000000     iOS Female 1222.5214
## 25        20   1.0000000     iOS Female  576.8668
## 26         0   0.0000000 Android Female    0.0000
## 27        19   0.9930473     iOS   Male  676.7308
## 28         8   1.0000000 Android   Male  460.0000
## 29         6   0.9930473 Android   Male  187.1906
## 30        10   1.0000000 Android   Male  360.0000
## 31         9   1.0000000 Android   Male  344.6516
## 32         3   1.0000000 Android   Male  320.0000
## 33         3   1.0000000 Android   Male  340.0000
## 34         6   1.0000000 Android   Male  210.0000
## 35        22   1.0000000     iOS   Male  450.0000
## 36         1   0.0000000 Android Female    0.0000
## 37        11   1.0000000 Android   Male  380.0000
## 38         3   1.0000000 Android   Male  420.0000
## 39        14   1.0000000 Android   Male  110.0000
## 40         5   1.0000000 Android   Male  344.6516
## 41         3   1.0000000 Android   Male  410.0000
## 42        19   1.0000000     iOS Female  925.0000
## 43         9   1.0000000 Android   Male  180.0000
## 44        17   1.0000000 Android Female  725.0000
## 45         2   0.0000000 Android   Male    0.0000
## 46         9   1.0000000 Android   Male  190.0000
## 47         7   0.0000000 Android   Male    0.0000
## 48        21   1.0000000     iOS Female 1000.0000
## 49        11   0.9930473 Android   Male  296.2173
## 50        21   1.0000000     iOS Female  725.0000
## 51        21   1.0000000     iOS Female  775.0000
## 52        11   1.0000000 Android   Male  260.0000
## 53        19   1.0000000     iOS   Male  675.0000
## 54        16   1.0000000 Android   Male  344.6516
## 55         0   0.0000000 Android   Male    0.0000
## 56        12   1.0000000 Android   Male  150.0000
## 57         5   1.0000000 Android   Male  190.0000
## 58         9   1.0000000 Android   Male  290.0000
## 59        15   1.0000000 Android   Male  200.0000
## 60         2   0.0000000 Android   Male    0.0000
## 61         6   1.0000000 Android   Male  280.0000
## 62        17   1.0000000 Android   Male  300.0000
## 63        10   1.0000000 Android   Male  420.0000
## 64        20   1.0000000     iOS Female  975.0000
## 65         2   0.0000000 Android   Male    0.0000
## 66        11   1.0000000 Android   Male  320.0000
## 67        25   2.0000000     iOS   Male 1850.0000
## 68        23   2.0000000     iOS   Male 1700.0000
## 69         4   1.0000000 Android   Male  180.0000
## 70         8   0.9930473 Android   Male  230.8013
## 71        17   1.0000000 Android   Male  575.0000
## 72         8   1.0000000 Android   Male  460.0000
## 73         4   1.0000000 Android   Male  344.6516
## 74        20   1.0000000     iOS Female  825.0000
## 75         2   0.0000000 Android   Male    0.0000
## 76        12   1.0000000 Android Female  344.6516
## 77        13   0.9930473 Android   Male  339.8281
## 78        15   1.0000000 Android   Male  210.0000
## 79         8   1.0000000 Android   Male  430.0000
## 80        12   0.9930473 Android   Male  318.0227
## 81        24   2.0000000     iOS Female 1222.5214
## 82        12   1.0000000 Android Female  344.6516
## 83        23   2.0000000     iOS Female  750.0000
## 84        15   1.0000000 Android   Male  344.6516
## 85         3   1.0000000 Android   Male  280.0000
## 86         1   0.0000000 Android Female    0.0000
## 87        24   2.0000000     iOS Female 1222.5214
## 88        18   2.0000000     iOS Female 1222.5214
## 89         3   0.9930473 Android   Male  121.7745
## 90        24   2.0000000     iOS Female 1000.0000
## 91        15   1.0000000 Android   Male  290.0000
## 92        10   1.0000000 Android   Male  344.6516
## 93        16   1.0000000 Android   Male  344.6516
## 94         8   0.9930473 Android   Male  230.8013
## 95         5   1.0000000 Android   Male  140.0000
## 96         9   1.0000000 Android   Male  190.0000
## 97         4   0.9930473 Android   Male  143.5799
## 98         3   1.0000000 Android   Male  344.6516
## 99        17   1.0000000 Android Female  344.6516
## 100       16   1.0000000 Android   Male  140.0000
## 101       17   1.0000000 Android   Male  575.0000
## 102       19   2.0000000     iOS Female 1222.5214
## 103       13   1.0000000 Android   Male  270.0000
## 104       17   1.0000000 Android Female  900.0000
## 105       21   0.9930473     iOS   Male  720.3415
## 106       25   2.0000000     iOS   Male 1222.5214
## 107       11   1.0000000 Android   Male  500.0000
## 108        8   1.0000000 Android Female  344.6516
## 109        4   1.0000000 Android   Male  150.0000
## 110        6   1.0000000 Android   Male  360.0000
## 111        6   1.0000000 Android   Male  240.0000
## 112        1   0.0000000 Android   Male    0.0000
## 113        6   1.0000000 Android   Male  230.0000
## 114       19   2.0000000     iOS Female 1300.0000
## 115       22   1.0000000     iOS   Male  350.0000
## 116       12   1.0000000 Android Female  344.6516
## 117        6   1.0000000 Android   Male  130.0000
## 118        2   0.0000000 Android   Male    0.0000
## 119       10   1.0000000 Android   Male  300.0000
## 120       14   1.0000000 Android   Male  344.6516
## 121        5   1.0000000 Android   Male  230.0000
## 122       11   1.0000000 Android   Male  300.0000
## 123        5   1.0000000 Android   Male  490.0000
## 124        9   1.0000000 Android   Male  460.0000
## 125       16   1.0000000 Android   Male  470.0000
## 126        9   0.9930473 Android   Male  252.6066
## 127        9   0.9930473 Android   Male  252.6066
## 128       13   1.0000000 Android   Male  344.6516
## 129       19   2.0000000     iOS   Male  600.0000
## 130       10   1.0000000 Android   Male  344.6516
## 131        6   0.0000000 Android   Male    0.0000
## 132       16   1.0000000 Android   Male  480.0000
## 133        4   1.0000000 Android   Male  390.0000
## 134       22   1.0000000     iOS   Male  576.8668
## 135       19   2.0000000     iOS   Male 1850.0000
## 136       16   1.0000000 Android   Male  150.0000
## 137        9   1.0000000 Android   Male  320.0000
## 138       13   1.0000000 Android   Male  490.0000
## 139       22   1.0000000     iOS Female  725.0000
## 140       21   1.0000000     iOS   Male  275.0000
## 141        8   1.0000000 Android   Male  260.0000
## 142       18   2.0000000     iOS Female 1000.0000
## 143        6   0.0000000 Android   Male    0.0000
## 144       15   1.0000000 Android   Male  230.0000
## 145       12   1.0000000 Android   Male  220.0000
## 146        6   0.0000000 Android   Male    0.0000
## 147       14   1.0000000 Android   Male  344.6516
## 148       23   2.0000000     iOS Female  850.0000
## 149        7   0.0000000 Android   Male    0.0000
## 150        8   1.0000000 Android   Male  160.0000
## 151       16   1.0000000 Android   Male  344.6516
## 152       24   2.0000000     iOS   Male 1700.0000
## 153       12   1.0000000 Android   Male  150.0000
## 154       10   1.0000000 Android   Male  380.0000
## 155       17   1.0000000 Android Female  850.0000
## 156        3   1.0000000 Android   Male  350.0000
## 157        6   1.0000000 Android   Male  344.6516
## 158       25   2.0000000     iOS   Male 1700.0000
## 159       15   1.0000000 Android   Male  344.6516
## 160       13   1.0000000 Android   Male  344.6516
## 161       22   1.0000000     iOS   Male  550.0000
## 162        9   1.0000000 Android   Male  430.0000
## 163        4   1.0000000 Android   Male  280.0000
## 164       12   1.0000000 Android   Male  220.0000
## 165        6   0.0000000 Android   Male    0.0000
## 166        1   0.0000000 Android   Male    0.0000
## 167       18   2.0000000     iOS   Male 1222.5214
## 168        9   1.0000000 Android   Male  440.0000
## 169       21   1.0000000     iOS Female  775.0000
## 170       23   2.0000000     iOS   Male 1222.5214
## 171        7   0.0000000 Android   Male    0.0000
## 172       24   2.0000000     iOS Female 1150.0000
## 173       18   2.0000000     iOS   Male 1222.5214
## 174       17   1.0000000 Android   Male  500.0000
## 175        1   0.0000000 Android   Male    0.0000
## 176       10   0.9930473 Android   Male  274.4120
## 177       23   2.0000000     iOS Female  950.0000
## 178       16   1.0000000 Android   Male  300.0000
## 179       11   0.9930473 Android   Male  296.2173
## 180       14   1.0000000 Android   Male  200.0000
## 181        1   0.0000000 Android   Male    0.0000
## 182        6   0.0000000 Android   Male    0.0000
## 183       10   1.0000000 Android   Male  330.0000
## 184       21   1.0000000     iOS   Male  275.0000
## 185        3   1.0000000 Android   Male  280.0000
## 186       20   1.0000000     iOS   Male  400.0000
## 187       14   0.9930473 Android   Male  361.6334
## 188       17   1.0000000 Android Female  750.0000
## 189        4   1.0000000 Android Female  344.6516
## 190       16   1.0000000 Android   Male  344.6516
## 191       18   2.0000000     iOS Female 1050.0000
## 192       10   0.9930473 Android   Male  274.4120
## 193       25   2.0000000     iOS   Male 1700.0000
## 194       18   2.0000000     iOS Female 1100.0000
## 195        5   1.0000000 Android   Male  310.0000
## 196       15   1.0000000 Android   Male  400.0000
## 197        6   0.0000000 Android   Male    0.0000
## 198       13   1.0000000 Android Female  344.6516
## 199        4   1.0000000 Android   Male  200.0000
## 200       10   1.0000000 Android   Male  350.0000
## 201       12   1.0000000 Android   Male  170.0000
## 202       24   2.0000000     iOS   Male 1850.0000
## 203       17   1.0000000 Android   Male  344.6516
## 204       24   2.0000000     iOS Female 1450.0000
## 205       13   1.0000000 Android   Male  344.6516
## 206       14   0.9930473 Android   Male  361.6334
## 207        9   1.0000000 Android   Male  344.6516
## 208        0   0.0000000 Android   Male    0.0000
## 209       13   1.0000000 Android   Male  310.0000
## 210       22   1.0000000     iOS Female  576.8668
## 211        0   0.0000000 Android   Male    0.0000
## 212        1   0.0000000 Android   Male    0.0000
## 213       20   1.0000000     iOS Female  725.0000
## 214       19   2.0000000     iOS   Male 1222.5214
## 215       25   2.0000000     iOS Female 1222.5214
## 216       12   1.0000000 Android   Male  220.0000
## 217       16   1.0000000 Android Female  344.6516
## 218       19   1.0000000     iOS   Male  576.8668
## 219        3   1.0000000 Android   Male  340.0000
## 220       10   1.0000000 Android   Male  290.0000
## 221        5   1.0000000 Android Female  344.6516
## 222        1   0.0000000 Android   Male    0.0000
## 223        5   1.0000000 Android   Male  344.6516
## 224        1   0.0000000 Android   Male    0.0000
## 225       17   0.9930473 Android   Male  427.0495
## 226        7   0.0000000 Android   Male    0.0000
## 227        2   0.0000000 Android   Male    0.0000
## 228        1   0.0000000 Android   Male    0.0000
## 229       22   1.0000000     iOS   Male  575.0000
## 230       19   1.0000000     iOS   Male  600.0000
## 231       21   1.0000000     iOS   Male  675.0000
## 232       25   2.0000000     iOS Female  900.0000
## 233        2   0.0000000 Android   Male    0.0000
## 234       20   1.0000000     iOS   Male  600.0000
## 235       20   1.0000000     iOS Female  975.0000
## 236       20   1.0000000     iOS   Male  575.0000
## 237       16   1.0000000 Android   Male  160.0000
## 238       12   0.9930473 Android   Male  318.0227
## 239       11   1.0000000 Android   Male  344.6516
## 240       12   1.0000000 Android   Male  344.6516
## 241       10   0.9930473 Android   Male  274.4120
## 242       12   1.0000000 Android   Male  460.0000
## 243       18   2.0000000     iOS   Male 1222.5214
## 244        1   0.0000000 Android   Male    0.0000
## 245        9   0.9930473 Android   Male  252.6066
## 246       20   1.0000000     iOS   Male  700.0000
## 247       21   1.0000000     iOS   Male  576.8668
## 248        6   1.0000000 Android   Male  160.0000
## 249        9   1.0000000 Android   Male  344.6516
## 250       22   1.0000000     iOS   Male  300.0000
## 251        7   0.0000000 Android   Male    0.0000
## 252        3   0.9930473 Android   Male  121.7745
## 253       18   2.0000000     iOS Female  850.0000
## 254       25   2.0000000     iOS   Male  500.0000
## 255        0   0.0000000 Android   Male    0.0000
## 256        8   1.0000000 Android   Male  344.6516
## 257       19   2.0000000     iOS Female 1550.0000
## 258       21   1.0000000     iOS   Male  576.8668
## 259        8   1.0000000 Android   Male  430.0000
## 260       12   1.0000000 Android   Male  470.0000
## 261       18   2.0000000 Android Female 1300.0000
## 262       16   1.0000000 Android   Male  490.0000
## 263       10   1.0000000 Android   Male  390.0000
## 264       13   1.0000000 Android   Male  344.6516
## 265        5   1.0000000 Android   Male  260.0000
## 266       12   1.0000000 Android Female  344.6516
## 267        9   1.0000000 Android   Male  320.0000
## 268       10   1.0000000 Android   Male  380.0000
## 269       16   1.0000000 Android   Male  350.0000
## 270        3   1.0000000 Android   Male  270.0000
## 271       25   2.0000000     iOS   Male 1222.5214
## 272        4   1.0000000 Android   Male  120.0000
## 273       16   1.0000000 Android   Male  200.0000
## 274       25   2.0000000     iOS   Male 1222.5214
## 275       17   1.0000000 Android   Male  450.0000
## 276       10   1.0000000 Android   Male  260.0000
## 277        8   1.0000000 Android Female  344.6516
## 278       21   1.0000000     iOS   Male  450.0000
## 279        3   1.0000000 Android   Male  440.0000
## 280       23   2.0000000     iOS Female  750.0000
## 281        9   1.0000000 Android Female  344.6516
## 282       20   1.0000000     iOS   Male  500.0000
## 283        5   1.0000000 Android   Male  370.0000
## 284        0   0.0000000 Android   Male    0.0000
## 285       10   1.0000000 Android   Male  350.0000
## 286       12   1.0000000 Android   Male  220.0000
## 287       10   1.0000000 Android   Male  390.0000
## 288       11   1.0000000 Android   Male  490.0000
## 289       13   1.0000000 Android   Male  490.0000
## 290       25   2.0000000     iOS   Male  650.0000
## 291        5   0.9930473 Android   Male  165.3852
## 292       25   2.0000000     iOS   Male 1222.5214
## 293       15   0.9930473 Android   Male  383.4388
## 294       19   1.0000000     iOS Female  750.0000
## 295       13   1.0000000 Android   Male  344.6516
## 296       23   2.0000000     iOS Female 1222.5214
## 297        4   1.0000000 Android   Male  310.0000
## 298        7   0.0000000 Android   Male    0.0000
## 299        2   0.0000000 Android Female    0.0000
## 300        5   1.0000000 Android   Male  260.0000
## 301       25   2.0000000     iOS Female 1500.0000
## 302       18   2.0000000     iOS Female 1600.0000
## 303       20   1.0000000     iOS   Male  625.0000
## 304        6   1.0000000 Android   Male  470.0000
## 305        7   0.0000000 Android   Male    0.0000
## 306        3   1.0000000 Android   Male  480.0000
## 307       25   2.0000000     iOS   Male 1750.0000
## 308       23   2.0000000     iOS   Male 1650.0000
## 309       14   1.0000000 Android Female  344.6516
## 310       10   1.0000000 Android   Male  230.0000
## 311       11   0.9930473 Android   Male  296.2173
## 312       18   2.0000000     iOS   Male 2000.0000
## 313        2   0.0000000 Android   Male    0.0000
## 314        8   1.0000000 Android   Male  344.6516
## 315       17   1.0000000 Android   Male  344.6516
## 316        8   1.0000000 Android   Male  450.0000
## 317       21   1.0000000     iOS   Male  450.0000
## 318        7   0.0000000 Android   Male    0.0000
## 319        4   1.0000000 Android   Male  410.0000
## 320       24   2.0000000     iOS   Male 1222.5214
## 321       12   1.0000000 Android   Male  490.0000
## 322        0   0.0000000 Android   Male    0.0000
## 323       16   1.0000000 Android   Male  360.0000
## 324       15   1.0000000 Android   Male  410.0000
## 325        8   1.0000000 Android   Male  150.0000
## 326       23   2.0000000     iOS   Male  400.0000
## 327        7   0.0000000 Android   Male    0.0000
## 328       10   1.0000000 Android   Male  120.0000
## 329        4   1.0000000 Android   Male  344.6516
## 330       22   0.9930473     iOS   Male  742.1469
## 331       24   2.0000000     iOS   Male 1222.5214
## 332       14   1.0000000 Android Female  344.6516
## 333        8   1.0000000 Android   Male  190.0000
## 334       25   2.0000000     iOS Female  750.0000
## 335        6   1.0000000 Android   Male  120.0000
## 336       15   1.0000000 Android   Male  370.0000
## 337        2   0.0000000 Android   Male    0.0000
## 338       12   1.0000000 Android   Male  140.0000
## 339        2   0.0000000 Android   Male    0.0000
## 340       15   1.0000000 Android   Male  430.0000
## 341       22   1.0000000     iOS   Male  250.0000
## 342       18   2.0000000     iOS Female  800.0000
## 343        3   1.0000000 Android   Male  140.0000
## 344        9   1.0000000 Android   Male  140.0000
## 345       13   1.0000000 Android   Male  420.0000
## 346        9   1.0000000 Android   Male  420.0000
## 347        6   1.0000000 Android   Male  344.6516
## 348        1   0.0000000 Android   Male    0.0000
## 349        6   1.0000000 Android   Male  390.0000
## 350       23   2.0000000     iOS Female 1200.0000
## 351       21   1.0000000     iOS   Male  500.0000
## 352       19   2.0000000     iOS Female  800.0000
## 353        3   1.0000000 Android   Male  290.0000
## 354       25   2.0000000     iOS   Male  550.0000
## 355       12   1.0000000 Android Female  344.6516
## 356        4   1.0000000 Android   Male  280.0000
## 357        5   1.0000000 Android   Male  344.6516
## 358       17   1.0000000 Android   Male  344.6516
## 359        7   0.0000000 Android   Male    0.0000
## 360       21   1.0000000     iOS   Male  576.8668
## 361       21   1.0000000     iOS   Male  375.0000
## 362       11   0.9930473 Android   Male  296.2173
## 363       19   1.0000000     iOS   Male  550.0000
## 364       17   0.9930473 Android   Male  427.0495
## 365       11   1.0000000 Android Female  344.6516
## 366        0   0.0000000 Android   Male    0.0000
## 367        5   0.9930473 Android   Male  165.3852
## 368       18   2.0000000     iOS Female 1200.0000
## 369       21   1.0000000     iOS Female  576.8668
## 370        8   1.0000000 Android   Male  450.0000
## 371       17   1.0000000 Android   Male  344.6516
## 372       17   1.0000000 Android Female  344.6516
## 373       21   1.0000000     iOS   Male  576.8668
## 374       25   2.0000000     iOS Female 1600.0000
## 375        1   0.0000000 Android   Male    0.0000
## 376       11   1.0000000 Android   Male  110.0000
## 377       18   2.0000000     iOS Female  750.0000
## 378       25   2.0000000     iOS   Male 1222.5214
## 379        6   0.0000000 Android   Male    0.0000
## 380        1   0.0000000 Android   Male    0.0000
## 381       17   1.0000000 Android   Male  400.0000
## 382       20   1.0000000     iOS   Male  576.8668
## 383        9   1.0000000 Android   Male  470.0000
## 384        7   0.0000000 Android   Male    0.0000
## 385        2   0.0000000 Android   Male    0.0000
## 386        9   1.0000000 Android   Male  344.6516
## 387        4   1.0000000 Android   Male  220.0000
## 388       13   1.0000000 Android   Male  344.6516
## 389       13   0.9930473 Android   Male  339.8281
## 390       24   2.0000000     iOS   Male  700.0000
## 391        8   1.0000000 Android   Male  344.6516
## 392        2   0.0000000 Android   Male    0.0000
## 393       22   1.0000000     iOS   Male  576.8668
## 394       10   1.0000000 Android   Male  270.0000
## 395       19   2.0000000     iOS Female 1600.0000
## 396        4   1.0000000 Android   Male  140.0000
## 397       20   1.0000000     iOS Female  750.0000
## 398        1   0.0000000 Android   Male    0.0000
## 399        7   0.0000000 Android   Male    0.0000
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## 19794     18   2.0000000     iOS   Male 1850.0000
## 19795     14   1.0000000 Android   Male  130.0000
## 19796     18   2.0000000     iOS Female 1600.0000
## 19797     21   1.0000000     iOS   Male  650.0000
## 19798     23   2.0000000     iOS   Male 2000.0000
## 19799     10   1.0000000 Android   Male  240.0000
## 19800     14   1.0000000 Android   Male  460.0000
## 19801     17   1.0000000 Android   Male  375.0000
## 19802     18   2.0000000     iOS   Male 1800.0000
## 19803     13   1.0000000 Android   Male  430.0000
## 19804     18   2.0000000     iOS Female 1222.5214
## 19805     10   1.0000000 Android   Male  300.0000
## 19806     21   1.0000000     iOS Female  576.8668
## 19807     12   1.0000000 Android   Male  450.0000
## 19808     20   1.0000000     iOS   Male  650.0000
## 19809     17   1.0000000 Android   Male  625.0000
## 19810      3   1.0000000 Android   Male  450.0000
## 19811      1   0.0000000 Android   Male    0.0000
## 19812      3   1.0000000 Android Female  344.6516
## 19813     12   1.0000000 Android Female  344.6516
## 19814      1   0.0000000 Android   Male    0.0000
## 19815      2   0.0000000 Android   Male    0.0000
## 19816      9   1.0000000 Android   Male  370.0000
## 19817     24   2.0000000     iOS   Male 1950.0000
## 19818     22   1.0000000     iOS Female  900.0000
## 19819     14   1.0000000 Android   Male  280.0000
## 19820      7   0.0000000 Android   Male    0.0000
## 19821     16   1.0000000 Android   Male  160.0000
## 19822     13   1.0000000 Android   Male  500.0000
## 19823     14   1.0000000 Android   Male  200.0000
## 19824     16   1.0000000 Android   Male  330.0000
## 19825     22   1.0000000     iOS Female  925.0000
## 19826     10   1.0000000 Android   Male  500.0000
## 19827      9   1.0000000 Android   Male  240.0000
## 19828     19   1.0000000     iOS Female  800.0000
## 19829     25   0.9930473     iOS   Male  807.5629
## 19830     20   1.0000000     iOS   Male  576.8668
## 19831     12   1.0000000 Android Female  344.6516
## 19832     25   2.0000000     iOS   Male  550.0000
## 19833     14   1.0000000 Android   Male  344.6516
## 19834     20   0.9930473     iOS   Male  698.5362
## 19835      6   0.0000000 Android   Male    0.0000
## 19836     24   2.0000000     iOS   Male 1222.5214
## 19837      7   0.0000000 Android   Male    0.0000
## 19838     17   1.0000000 Android Female  975.0000
## 19839     14   1.0000000 Android Female  344.6516
## 19840      9   1.0000000 Android   Male  344.6516
## 19841      6   1.0000000 Android   Male  290.0000
## 19842      8   1.0000000 Android   Male  250.0000
## 19843     18   2.0000000     iOS Female 1200.0000
## 19844     20   1.0000000     iOS Female  850.0000
## 19845     16   1.0000000 Android   Male  160.0000
## 19846     12   1.0000000 Android   Male  100.0000
## 19847     10   1.0000000 Android   Male  250.0000
## 19848     14   1.0000000 Android   Male  500.0000
## 19849     16   1.0000000 Android   Male  340.0000
## 19850      4   1.0000000 Android   Male  140.0000
## 19851     19   2.0000000     iOS   Male 1750.0000
## 19852     16   1.0000000 Android   Male  344.6516
## 19853     20   1.0000000     iOS Female 1000.0000
## 19854     22   1.0000000     iOS   Male  525.0000
## 19855      3   1.0000000 Android   Male  300.0000
## 19856      5   1.0000000 Android   Male  350.0000
## 19857     13   1.0000000 Android   Male  160.0000
## 19858     20   1.0000000     iOS   Male  350.0000
## 19859     13   1.0000000 Android   Male  320.0000
## 19860      5   1.0000000 Android   Male  300.0000
## 19861     24   2.0000000     iOS Female 1300.0000
## 19862      3   1.0000000 Android   Male  100.0000
## 19863      9   1.0000000 Android   Male  310.0000
## 19864     25   2.0000000     iOS   Male  550.0000
## 19865      3   1.0000000 Android   Male  110.0000
## 19866     17   1.0000000 Android   Male  225.0000
## 19867      6   0.0000000 Android   Male    0.0000
## 19868     22   1.0000000     iOS   Male  400.0000
## 19869     17   1.0000000 Android   Male  450.0000
## 19870     14   1.0000000 Android   Male  130.0000
## 19871     10   1.0000000 Android   Male  320.0000
## 19872     24   2.0000000     iOS   Male  500.0000
## 19873     23   2.0000000     iOS Female 1000.0000
## 19874      5   1.0000000 Android   Male  344.6516
## 19875      2   0.0000000 Android   Male    0.0000
## 19876      0   0.0000000 Android   Male    0.0000
## 19877     18   2.0000000     iOS Female 1300.0000
## 19878     24   2.0000000     iOS   Male 1800.0000
## 19879     22   1.0000000     iOS   Male  375.0000
## 19880     21   1.0000000     iOS Female  975.0000
## 19881     17   1.0000000 Android Female  900.0000
## 19882     21   1.0000000     iOS   Male  375.0000
## 19883      5   1.0000000 Android   Male  450.0000
## 19884     15   1.0000000 Android Female  344.6516
## 19885     25   2.0000000     iOS Female 1000.0000
## 19886      4   1.0000000 Android   Male  110.0000
## 19887     10   1.0000000 Android   Male  220.0000
## 19888      6   0.0000000 Android   Male    0.0000
## 19889      5   1.0000000 Android   Male  410.0000
## 19890     13   1.0000000 Android   Male  220.0000
## 19891     20   1.0000000     iOS   Male  300.0000
## 19892     24   2.0000000     iOS Female  800.0000
## 19893      7   0.0000000 Android   Male    0.0000
## 19894     11   1.0000000 Android   Male  120.0000
## 19895      8   1.0000000 Android   Male  140.0000
## 19896      6   1.0000000 Android   Male  344.6516
## 19897      4   1.0000000 Android   Male  310.0000
## 19898      2   0.0000000 Android   Male    0.0000
## 19899     22   1.0000000     iOS   Male  675.0000
## 19900     18   2.0000000 Android   Male  650.0000
## 19901     16   1.0000000 Android   Male  430.0000
## 19902     20   1.0000000     iOS Female  900.0000
## 19903      6   1.0000000 Android   Male  490.0000
## 19904     23   2.0000000     iOS   Male 1222.5214
## 19905      9   1.0000000 Android   Male  344.6516
## 19906      5   1.0000000 Android   Male  344.6516
## 19907      5   1.0000000 Android   Male  280.0000
## 19908     23   2.0000000     iOS Female 1350.0000
## 19909      5   0.9930473 Android   Male  165.3852
## 19910     19   2.0000000     iOS Female 1222.5214
## 19911     21   1.0000000     iOS   Male  325.0000
## 19912      5   1.0000000 Android   Male  344.6516
## 19913     12   1.0000000 Android Female  344.6516
## 19914     24   2.0000000     iOS   Male 1222.5214
## 19915     12   0.9930473 Android   Male  318.0227
## 19916     10   0.9930473 Android   Male  274.4120
## 19917     23   2.0000000     iOS Female 1350.0000
## 19918     24   2.0000000     iOS Female 1600.0000
## 19919      6   0.0000000 Android   Male    0.0000
## 19920     16   1.0000000 Android   Male  100.0000
## 19921     15   1.0000000 Android   Male  490.0000
## 19922     12   1.0000000 Android   Male  220.0000
## 19923      9   1.0000000 Android   Male  344.6516
## 19924     15   1.0000000 Android   Male  410.0000
## 19925     19   1.0000000     iOS   Male  576.8668
## 19926     19   0.9930473     iOS   Male  676.7308
## 19927      7   0.0000000 Android   Male    0.0000
## 19928     25   2.0000000     iOS   Male 1750.0000
## 19929     13   1.0000000 Android   Male  280.0000
## 19930     13   1.0000000 Android   Male  310.0000
## 19931     14   1.0000000 Android   Male  240.0000
## 19932     17   1.0000000 Android   Male  400.0000
## 19933     24   2.0000000     iOS   Male 1750.0000
## 19934     17   1.0000000 Android   Male  344.6516
## 19935     10   1.0000000 Android   Male  260.0000
## 19936     12   1.0000000 Android   Male  344.6516
## 19937     12   1.0000000 Android   Male  344.6516
## 19938      2   0.0000000 Android   Male    0.0000
## 19939      6   0.0000000 Android   Male    0.0000
## 19940     24   2.0000000     iOS   Male  550.0000
## 19941     19   1.0000000     iOS   Male  275.0000
## 19942      6   0.0000000 Android   Male    0.0000
## 19943      6   0.0000000 Android   Male    0.0000
## 19944      4   1.0000000 Android   Male  150.0000
## 19945      0   0.0000000 Android   Male    0.0000
## 19946     22   0.9930473     iOS   Male  742.1469
## 19947      1   0.0000000 Android   Male    0.0000
## 19948      1   0.0000000 Android   Male    0.0000
## 19949     11   0.9930473 Android   Male  296.2173
## 19950     25   2.0000000     iOS Female 1050.0000
## 19951     24   2.0000000     iOS   Male 1650.0000
## 19952     11   1.0000000 Android   Male  490.0000
## 19953     19   1.0000000     iOS Female  750.0000
## 19954     16   1.0000000 Android   Male  430.0000
## 19955     12   0.9930473 Android   Male  318.0227
## 19956     11   1.0000000 Android   Male  210.0000
## 19957     25   2.0000000     iOS   Male 1900.0000
## 19958     23   2.0000000     iOS   Male 1222.5214
## 19959     14   1.0000000 Android   Male  130.0000
## 19960      2   0.0000000 Android   Male    0.0000
## 19961     18   2.0000000     iOS   Male 1700.0000
## 19962     14   1.0000000 Android   Male  400.0000
## 19963      3   1.0000000 Android   Male  410.0000
## 19964     14   1.0000000 Android   Male  310.0000
## 19965      8   1.0000000 Android   Male  490.0000
## 19966     23   2.0000000     iOS   Male 1222.5214
## 19967      0   0.0000000 Android   Male    0.0000
## 19968     14   1.0000000 Android   Male  150.0000
## 19969     20   1.0000000     iOS Female  576.8668
## 19970      1   0.0000000 Android   Male    0.0000
## 19971     11   1.0000000 Android   Male  344.6516
## 19972      9   1.0000000 Android   Male  100.0000
## 19973     24   2.0000000     iOS Female 1150.0000
## 19974     22   1.0000000     iOS Female  775.0000
## 19975      8   1.0000000 Android   Male  344.6516
## 19976      8   1.0000000 Android   Male  120.0000
## 19977      0   0.0000000 Android   Male    0.0000
## 19978     25   2.0000000     iOS   Male  650.0000
## 19979     21   1.0000000     iOS   Male  425.0000
## 19980     16   1.0000000 Android   Male  344.6516
## 19981      6   0.0000000 Android   Male    0.0000
## 19982      1   0.0000000 Android   Male    0.0000
## 19983     14   1.0000000 Android   Male  400.0000
## 19984     20   1.0000000     iOS Female  800.0000
## 19985     25   2.0000000     iOS   Male 1900.0000
## 19986     24   2.0000000     iOS Female  800.0000
## 19987     14   1.0000000 Android   Male  344.6516
## 19988     16   1.0000000 Android   Male  130.0000
## 19989     24   2.0000000     iOS   Male 1222.5214
## 19990     15   1.0000000 Android   Male  370.0000
## 19991     10   1.0000000 Android   Male  180.0000
## 19992     18   2.0000000     iOS   Male 1650.0000
## 19993      8   1.0000000 Android   Male  344.6516
## 19994      2   0.0000000 Android   Male    0.0000
## 19995     11   1.0000000 Android   Male  470.0000
## 19996     11   1.0000000 Android   Male  344.6516
## 19997     18   2.0000000     iOS Female 1250.0000
## 19998      1   0.0000000 Android   Male    0.0000
## 19999     25   2.0000000     iOS Female  750.0000
##  [ reached getOption("max.print") -- omitted 2800 rows ]
#Calculating training data with odd numbered rows
training_data<- data.frame(imputed_assignment1[seq(1,22799,2),])
#Calculating training data with even numbered rows
validation_data<-data.frame(imputed_assignment1[seq(2,22799,2),])
training_data
##       Visits Transaction      OS Gender   Revenue
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## 3         24   2.0000000     iOS Female 1050.0000
## 5         13   1.0000000 Android   Male  460.0000
## 7         14   1.0000000 Android   Male  480.0000
## 9         24   2.0000000     iOS   Male 1950.0000
## 11        14   1.0000000 Android Female  344.6516
## 13         8   1.0000000 Android Female  344.6516
## 15        23   2.0000000     iOS Female 1300.0000
## 17        16   0.9930473 Android   Male  405.2441
## 19        17   1.0000000 Android   Male  550.0000
## 21        14   1.0000000 Android   Male  330.0000
## 23         3   0.9930473 Android   Male  121.7745
## 25        20   1.0000000     iOS Female  576.8668
## 27        19   0.9930473     iOS   Male  676.7308
## 29         6   0.9930473 Android   Male  187.1906
## 31         9   1.0000000 Android   Male  344.6516
## 33         3   1.0000000 Android   Male  340.0000
## 35        22   1.0000000     iOS   Male  450.0000
## 37        11   1.0000000 Android   Male  380.0000
## 39        14   1.0000000 Android   Male  110.0000
## 41         3   1.0000000 Android   Male  410.0000
## 43         9   1.0000000 Android   Male  180.0000
## 45         2   0.0000000 Android   Male    0.0000
## 47         7   0.0000000 Android   Male    0.0000
## 49        11   0.9930473 Android   Male  296.2173
## 51        21   1.0000000     iOS Female  775.0000
## 53        19   1.0000000     iOS   Male  675.0000
## 55         0   0.0000000 Android   Male    0.0000
## 57         5   1.0000000 Android   Male  190.0000
## 59        15   1.0000000 Android   Male  200.0000
## 61         6   1.0000000 Android   Male  280.0000
## 63        10   1.0000000 Android   Male  420.0000
## 65         2   0.0000000 Android   Male    0.0000
## 67        25   2.0000000     iOS   Male 1850.0000
## 69         4   1.0000000 Android   Male  180.0000
## 71        17   1.0000000 Android   Male  575.0000
## 73         4   1.0000000 Android   Male  344.6516
## 75         2   0.0000000 Android   Male    0.0000
## 77        13   0.9930473 Android   Male  339.8281
## 79         8   1.0000000 Android   Male  430.0000
## 81        24   2.0000000     iOS Female 1222.5214
## 83        23   2.0000000     iOS Female  750.0000
## 85         3   1.0000000 Android   Male  280.0000
## 87        24   2.0000000     iOS Female 1222.5214
## 89         3   0.9930473 Android   Male  121.7745
## 91        15   1.0000000 Android   Male  290.0000
## 93        16   1.0000000 Android   Male  344.6516
## 95         5   1.0000000 Android   Male  140.0000
## 97         4   0.9930473 Android   Male  143.5799
## 99        17   1.0000000 Android Female  344.6516
## 101       17   1.0000000 Android   Male  575.0000
## 103       13   1.0000000 Android   Male  270.0000
## 105       21   0.9930473     iOS   Male  720.3415
## 107       11   1.0000000 Android   Male  500.0000
## 109        4   1.0000000 Android   Male  150.0000
## 111        6   1.0000000 Android   Male  240.0000
## 113        6   1.0000000 Android   Male  230.0000
## 115       22   1.0000000     iOS   Male  350.0000
## 117        6   1.0000000 Android   Male  130.0000
## 119       10   1.0000000 Android   Male  300.0000
## 121        5   1.0000000 Android   Male  230.0000
## 123        5   1.0000000 Android   Male  490.0000
## 125       16   1.0000000 Android   Male  470.0000
## 127        9   0.9930473 Android   Male  252.6066
## 129       19   2.0000000     iOS   Male  600.0000
## 131        6   0.0000000 Android   Male    0.0000
## 133        4   1.0000000 Android   Male  390.0000
## 135       19   2.0000000     iOS   Male 1850.0000
## 137        9   1.0000000 Android   Male  320.0000
## 139       22   1.0000000     iOS Female  725.0000
## 141        8   1.0000000 Android   Male  260.0000
## 143        6   0.0000000 Android   Male    0.0000
## 145       12   1.0000000 Android   Male  220.0000
## 147       14   1.0000000 Android   Male  344.6516
## 149        7   0.0000000 Android   Male    0.0000
## 151       16   1.0000000 Android   Male  344.6516
## 153       12   1.0000000 Android   Male  150.0000
## 155       17   1.0000000 Android Female  850.0000
## 157        6   1.0000000 Android   Male  344.6516
## 159       15   1.0000000 Android   Male  344.6516
## 161       22   1.0000000     iOS   Male  550.0000
## 163        4   1.0000000 Android   Male  280.0000
## 165        6   0.0000000 Android   Male    0.0000
## 167       18   2.0000000     iOS   Male 1222.5214
## 169       21   1.0000000     iOS Female  775.0000
## 171        7   0.0000000 Android   Male    0.0000
## 173       18   2.0000000     iOS   Male 1222.5214
## 175        1   0.0000000 Android   Male    0.0000
## 177       23   2.0000000     iOS Female  950.0000
## 179       11   0.9930473 Android   Male  296.2173
## 181        1   0.0000000 Android   Male    0.0000
## 183       10   1.0000000 Android   Male  330.0000
## 185        3   1.0000000 Android   Male  280.0000
## 187       14   0.9930473 Android   Male  361.6334
## 189        4   1.0000000 Android Female  344.6516
## 191       18   2.0000000     iOS Female 1050.0000
## 193       25   2.0000000     iOS   Male 1700.0000
## 195        5   1.0000000 Android   Male  310.0000
## 197        6   0.0000000 Android   Male    0.0000
## 199        4   1.0000000 Android   Male  200.0000
## 201       12   1.0000000 Android   Male  170.0000
## 203       17   1.0000000 Android   Male  344.6516
## 205       13   1.0000000 Android   Male  344.6516
## 207        9   1.0000000 Android   Male  344.6516
## 209       13   1.0000000 Android   Male  310.0000
## 211        0   0.0000000 Android   Male    0.0000
## 213       20   1.0000000     iOS Female  725.0000
## 215       25   2.0000000     iOS Female 1222.5214
## 217       16   1.0000000 Android Female  344.6516
## 219        3   1.0000000 Android   Male  340.0000
## 221        5   1.0000000 Android Female  344.6516
## 223        5   1.0000000 Android   Male  344.6516
## 225       17   0.9930473 Android   Male  427.0495
## 227        2   0.0000000 Android   Male    0.0000
## 229       22   1.0000000     iOS   Male  575.0000
## 231       21   1.0000000     iOS   Male  675.0000
## 233        2   0.0000000 Android   Male    0.0000
## 235       20   1.0000000     iOS Female  975.0000
## 237       16   1.0000000 Android   Male  160.0000
## 239       11   1.0000000 Android   Male  344.6516
## 241       10   0.9930473 Android   Male  274.4120
## 243       18   2.0000000     iOS   Male 1222.5214
## 245        9   0.9930473 Android   Male  252.6066
## 247       21   1.0000000     iOS   Male  576.8668
## 249        9   1.0000000 Android   Male  344.6516
## 251        7   0.0000000 Android   Male    0.0000
## 253       18   2.0000000     iOS Female  850.0000
## 255        0   0.0000000 Android   Male    0.0000
## 257       19   2.0000000     iOS Female 1550.0000
## 259        8   1.0000000 Android   Male  430.0000
## 261       18   2.0000000 Android Female 1300.0000
## 263       10   1.0000000 Android   Male  390.0000
## 265        5   1.0000000 Android   Male  260.0000
## 267        9   1.0000000 Android   Male  320.0000
## 269       16   1.0000000 Android   Male  350.0000
## 271       25   2.0000000     iOS   Male 1222.5214
## 273       16   1.0000000 Android   Male  200.0000
## 275       17   1.0000000 Android   Male  450.0000
## 277        8   1.0000000 Android Female  344.6516
## 279        3   1.0000000 Android   Male  440.0000
## 281        9   1.0000000 Android Female  344.6516
## 283        5   1.0000000 Android   Male  370.0000
## 285       10   1.0000000 Android   Male  350.0000
## 287       10   1.0000000 Android   Male  390.0000
## 289       13   1.0000000 Android   Male  490.0000
## 291        5   0.9930473 Android   Male  165.3852
## 293       15   0.9930473 Android   Male  383.4388
## 295       13   1.0000000 Android   Male  344.6516
## 297        4   1.0000000 Android   Male  310.0000
## 299        2   0.0000000 Android Female    0.0000
## 301       25   2.0000000     iOS Female 1500.0000
## 303       20   1.0000000     iOS   Male  625.0000
## 305        7   0.0000000 Android   Male    0.0000
## 307       25   2.0000000     iOS   Male 1750.0000
## 309       14   1.0000000 Android Female  344.6516
## 311       11   0.9930473 Android   Male  296.2173
## 313        2   0.0000000 Android   Male    0.0000
## 315       17   1.0000000 Android   Male  344.6516
## 317       21   1.0000000     iOS   Male  450.0000
## 319        4   1.0000000 Android   Male  410.0000
## 321       12   1.0000000 Android   Male  490.0000
## 323       16   1.0000000 Android   Male  360.0000
## 325        8   1.0000000 Android   Male  150.0000
## 327        7   0.0000000 Android   Male    0.0000
## 329        4   1.0000000 Android   Male  344.6516
## 331       24   2.0000000     iOS   Male 1222.5214
## 333        8   1.0000000 Android   Male  190.0000
## 335        6   1.0000000 Android   Male  120.0000
## 337        2   0.0000000 Android   Male    0.0000
## 339        2   0.0000000 Android   Male    0.0000
## 341       22   1.0000000     iOS   Male  250.0000
## 343        3   1.0000000 Android   Male  140.0000
## 345       13   1.0000000 Android   Male  420.0000
## 347        6   1.0000000 Android   Male  344.6516
## 349        6   1.0000000 Android   Male  390.0000
## 351       21   1.0000000     iOS   Male  500.0000
## 353        3   1.0000000 Android   Male  290.0000
## 355       12   1.0000000 Android Female  344.6516
## 357        5   1.0000000 Android   Male  344.6516
## 359        7   0.0000000 Android   Male    0.0000
## 361       21   1.0000000     iOS   Male  375.0000
## 363       19   1.0000000     iOS   Male  550.0000
## 365       11   1.0000000 Android Female  344.6516
## 367        5   0.9930473 Android   Male  165.3852
## 369       21   1.0000000     iOS Female  576.8668
## 371       17   1.0000000 Android   Male  344.6516
## 373       21   1.0000000     iOS   Male  576.8668
## 375        1   0.0000000 Android   Male    0.0000
## 377       18   2.0000000     iOS Female  750.0000
## 379        6   0.0000000 Android   Male    0.0000
## 381       17   1.0000000 Android   Male  400.0000
## 383        9   1.0000000 Android   Male  470.0000
## 385        2   0.0000000 Android   Male    0.0000
## 387        4   1.0000000 Android   Male  220.0000
## 389       13   0.9930473 Android   Male  339.8281
## 391        8   1.0000000 Android   Male  344.6516
## 393       22   1.0000000     iOS   Male  576.8668
## 395       19   2.0000000     iOS Female 1600.0000
## 397       20   1.0000000     iOS Female  750.0000
## 399        7   0.0000000 Android   Male    0.0000
## 401        0   0.0000000 Android   Male    0.0000
## 403       17   1.0000000 Android   Male  500.0000
## 405       25   2.0000000     iOS   Male 1800.0000
## 407       21   1.0000000     iOS   Male  450.0000
## 409        9   1.0000000 Android   Male  160.0000
## 411       13   1.0000000 Android   Male  350.0000
## 413       20   1.0000000     iOS   Male  576.8668
## 415       19   1.0000000     iOS   Male  400.0000
## 417        2   0.0000000 Android   Male    0.0000
## 419       10   1.0000000 Android   Male  440.0000
## 421       14   1.0000000 Android   Male  460.0000
## 423       15   1.0000000 Android Female  344.6516
## 425       13   1.0000000 Android   Male  420.0000
## 427        0   0.0000000 Android Female    0.0000
## 429       24   2.0000000     iOS   Male 2000.0000
## 431        5   1.0000000 Android   Male  290.0000
## 433       16   1.0000000 Android   Male  575.0000
## 435       21   1.0000000     iOS   Male  525.0000
## 437       23   2.0000000     iOS Female 1450.0000
## 439       11   1.0000000 Android   Male  310.0000
## 441       10   1.0000000 Android   Male  490.0000
## 443       22   1.0000000     iOS   Male  600.0000
## 445        3   1.0000000 Android   Male  330.0000
## 447       15   0.9930473 Android   Male  383.4388
## 449       25   2.0000000     iOS   Male 1222.5214
## 451       22   1.0000000     iOS   Male  576.8668
## 453        8   1.0000000 Android   Male  130.0000
## 455        6   1.0000000 Android   Male  344.6516
## 457        5   1.0000000 Android   Male  344.6516
## 459        4   1.0000000 Android   Male  420.0000
## 461        8   0.9930473 Android   Male  230.8013
## 463        0   0.0000000 Android   Male    0.0000
## 465       20   0.9930473     iOS   Male  698.5362
## 467       25   2.0000000     iOS Female 1050.0000
## 469       23   2.0000000     iOS   Male 1222.5214
## 471        9   1.0000000 Android   Male  344.6516
## 473        9   0.9930473 Android   Male  252.6066
## 475       22   1.0000000     iOS   Male  576.8668
## 477        7   0.0000000 Android   Male    0.0000
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## 14        24   2.0000000     iOS   Male 1850.0000
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## 282       20   1.0000000     iOS   Male  500.0000
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## 286       12   1.0000000 Android   Male  220.0000
## 288       11   1.0000000 Android   Male  490.0000
## 290       25   2.0000000     iOS   Male  650.0000
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## 312       18   2.0000000     iOS   Male 2000.0000
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## 320       24   2.0000000     iOS   Male 1222.5214
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## 324       15   1.0000000 Android   Male  410.0000
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## 334       25   2.0000000     iOS Female  750.0000
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## 340       15   1.0000000 Android   Male  430.0000
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## 382       20   1.0000000     iOS   Male  576.8668
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## 428        1   0.0000000 Android   Male    0.0000
## 430       20   1.0000000     iOS   Male  700.0000
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## 436       14   1.0000000 Android   Male  240.0000
## 438       14   1.0000000 Android   Male  450.0000
## 440       18   2.0000000     iOS Female  750.0000
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## 464       25   2.0000000     iOS   Male 1222.5214
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## 512       10   1.0000000 Android   Male  190.0000
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## 538       11   1.0000000 Android   Male  270.0000
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## 574       14   1.0000000 Android   Male  344.6516
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## 588       10   0.9930473 Android   Male  274.4120
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## 592       17   1.0000000 Android   Male  344.6516
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## 598       14   1.0000000 Android   Male  260.0000
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## 610       12   1.0000000 Android   Male  470.0000
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## 616        9   1.0000000 Android   Male  220.0000
## 618       20   1.0000000     iOS   Male  225.0000
## 620        7   0.0000000 Android   Male    0.0000
## 622       15   1.0000000 Android   Male  430.0000
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## 22660     10   1.0000000 Android   Male  120.0000
## 22662     22   1.0000000     iOS Female  750.0000
## 22664      0   0.0000000 Android   Male    0.0000
## 22666     17   1.0000000 Android Female  875.0000
## 22668     25   2.0000000     iOS Female 1500.0000
## 22670     15   1.0000000 Android   Male  344.6516
## 22672     22   1.0000000     iOS Female 1000.0000
## 22674     11   1.0000000 Android   Male  344.6516
## 22676     13   1.0000000 Android   Male  430.0000
## 22678     12   1.0000000 Android Female  344.6516
## 22680     10   0.9930473 Android   Male  274.4120
## 22682      3   1.0000000 Android   Male  370.0000
## 22684      1   0.0000000 Android   Male    0.0000
## 22686     13   1.0000000 Android   Male  130.0000
## 22688      3   1.0000000 Android   Male  310.0000
## 22690     16   1.0000000 Android   Male  100.0000
## 22692      2   0.0000000 Android   Male    0.0000
## 22694     17   1.0000000 Android Female  850.0000
## 22696      2   0.0000000 Android   Male    0.0000
## 22698     19   1.0000000     iOS   Male  425.0000
## 22700      2   0.0000000 Android   Male    0.0000
## 22702     14   1.0000000 Android   Male  170.0000
## 22704      7   0.0000000 Android   Male    0.0000
## 22706     23   2.0000000     iOS   Male 1950.0000
## 22708     25   2.0000000     iOS Female 1150.0000
## 22710     24   2.0000000     iOS Female 1222.5214
## 22712      4   0.9930473 Android   Male  143.5799
## 22714     25   2.0000000     iOS Female 1222.5214
## 22716     18   2.0000000     iOS   Male 1750.0000
## 22718     20   1.0000000     iOS   Male  200.0000
## 22720     22   1.0000000     iOS   Male  576.8668
## 22722     25   2.0000000     iOS Female 1300.0000
## 22724     22   1.0000000     iOS   Male  450.0000
## 22726      8   1.0000000 Android   Male  250.0000
## 22728     10   1.0000000 Android   Male  150.0000
## 22730      1   0.0000000 Android   Male    0.0000
## 22732      6   0.0000000 Android   Male    0.0000
## 22734     16   1.0000000 Android   Male  500.0000
## 22736      2   0.0000000 Android   Male    0.0000
## 22738     24   2.0000000     iOS   Male  700.0000
## 22740     24   2.0000000     iOS Female 1150.0000
## 22742     13   1.0000000 Android   Male  440.0000
## 22744     21   1.0000000     iOS Female  975.0000
## 22746      4   1.0000000 Android   Male  190.0000
## 22748     15   1.0000000 Android Female  344.6516
## 22750      0   0.0000000 Android   Male    0.0000
## 22752     14   0.9930473 Android   Male  361.6334
## 22754      0   0.0000000 Android Female    0.0000
## 22756     24   2.0000000     iOS   Male 1222.5214
## 22758     24   2.0000000     iOS Female 1200.0000
## 22760      6   1.0000000 Android   Male  130.0000
## 22762     15   1.0000000 Android Female  344.6516
## 22764     13   1.0000000 Android Female  344.6516
## 22766     20   1.0000000     iOS   Male  550.0000
## 22768      6   1.0000000 Android   Male  290.0000
## 22770     13   1.0000000 Android   Male  160.0000
## 22772     20   1.0000000     iOS Female  825.0000
## 22774     10   1.0000000 Android   Male  344.6516
## 22776     21   1.0000000     iOS   Male  200.0000
## 22778     23   2.0000000     iOS Female 1250.0000
## 22780     10   1.0000000 Android   Male  344.6516
## 22782      5   1.0000000 Android   Male  340.0000
## 22784     19   1.0000000     iOS   Male  576.8668
## 22786      6   0.0000000 Android Female    0.0000
## 22788      3   1.0000000 Android   Male  350.0000
## 22790      0   0.0000000 Android   Male    0.0000
## 22792     17   0.9930473 Android   Male  427.0495
## 22794     23   2.0000000     iOS Female  900.0000
## 22796     21   1.0000000     iOS   Male  250.0000
## 22798      1   0.0000000 Android   Male    0.0000
#Getting means of the training and validation data
mean_training_data <- mean(training_data$Revenue)
mean_validation_data <- mean(validation_data$Revenue)
mean_training_data
## [1] 460.26
mean_validation_data
## [1] 449.6499
#The training data can predict the validation data since they're almost equal.
#Imported the library ISLR
library(ISLR)

#Divinding the sample size of our data set into 2 halves for training and testing data
sample_size=floor(0.5*nrow(imputed_assignment1))
sample_size
## [1] 11399
#make sure the same random numbers are generated
set.seed(99)

#Indentfy rows from imputed_assignment data frame and stores it in the variable according to the sample space
sample_rows=sample(seq_len(nrow(imputed_assignment1)),size=sample_size)

#Storing the 2 havles of data into testing and training data respectively
new_test=imputed_assignment1[sample_rows,]
new_train=imputed_assignment1[-sample_rows,]

new_train
##       Visits Transaction      OS Gender   Revenue
## 1         20   1.0000000     iOS Female  576.8668
## 2         22   1.0000000     iOS Female  850.0000
## 4          1   0.0000000 Android   Male    0.0000
## 6         23   2.0000000     iOS   Male 1850.0000
## 7         14   1.0000000 Android   Male  480.0000
## 9         24   2.0000000     iOS   Male 1950.0000
## 10        17   1.0000000 Android   Male  225.0000
## 11        14   1.0000000 Android Female  344.6516
## 14        24   2.0000000     iOS   Male 1850.0000
## 15        23   2.0000000     iOS Female 1300.0000
## 17        16   0.9930473 Android   Male  405.2441
## 18        25   2.0000000     iOS   Male 1950.0000
## 20        18   2.0000000     iOS Female 1500.0000
## 32         3   1.0000000 Android   Male  320.0000
## 35        22   1.0000000     iOS   Male  450.0000
## 36         1   0.0000000 Android Female    0.0000
## 41         3   1.0000000 Android   Male  410.0000
## 42        19   1.0000000     iOS Female  925.0000
## 43         9   1.0000000 Android   Male  180.0000
## 44        17   1.0000000 Android Female  725.0000
## 45         2   0.0000000 Android   Male    0.0000
## 46         9   1.0000000 Android   Male  190.0000
## 48        21   1.0000000     iOS Female 1000.0000
## 51        21   1.0000000     iOS Female  775.0000
## 52        11   1.0000000 Android   Male  260.0000
## 53        19   1.0000000     iOS   Male  675.0000
## 54        16   1.0000000 Android   Male  344.6516
## 55         0   0.0000000 Android   Male    0.0000
## 57         5   1.0000000 Android   Male  190.0000
## 58         9   1.0000000 Android   Male  290.0000
## 59        15   1.0000000 Android   Male  200.0000
## 62        17   1.0000000 Android   Male  300.0000
## 63        10   1.0000000 Android   Male  420.0000
## 64        20   1.0000000     iOS Female  975.0000
## 66        11   1.0000000 Android   Male  320.0000
## 70         8   0.9930473 Android   Male  230.8013
## 73         4   1.0000000 Android   Male  344.6516
## 74        20   1.0000000     iOS Female  825.0000
## 75         2   0.0000000 Android   Male    0.0000
## 76        12   1.0000000 Android Female  344.6516
## 79         8   1.0000000 Android   Male  430.0000
## 80        12   0.9930473 Android   Male  318.0227
## 81        24   2.0000000     iOS Female 1222.5214
## 84        15   1.0000000 Android   Male  344.6516
## 86         1   0.0000000 Android Female    0.0000
## 87        24   2.0000000     iOS Female 1222.5214
## 88        18   2.0000000     iOS Female 1222.5214
## 89         3   0.9930473 Android   Male  121.7745
## 91        15   1.0000000 Android   Male  290.0000
## 94         8   0.9930473 Android   Male  230.8013
## 95         5   1.0000000 Android   Male  140.0000
## 97         4   0.9930473 Android   Male  143.5799
## 98         3   1.0000000 Android   Male  344.6516
## 101       17   1.0000000 Android   Male  575.0000
## 103       13   1.0000000 Android   Male  270.0000
## 109        4   1.0000000 Android   Male  150.0000
## 110        6   1.0000000 Android   Male  360.0000
## 111        6   1.0000000 Android   Male  240.0000
## 112        1   0.0000000 Android   Male    0.0000
## 113        6   1.0000000 Android   Male  230.0000
## 114       19   2.0000000     iOS Female 1300.0000
## 119       10   1.0000000 Android   Male  300.0000
## 123        5   1.0000000 Android   Male  490.0000
## 127        9   0.9930473 Android   Male  252.6066
## 129       19   2.0000000     iOS   Male  600.0000
## 130       10   1.0000000 Android   Male  344.6516
## 132       16   1.0000000 Android   Male  480.0000
## 134       22   1.0000000     iOS   Male  576.8668
## 135       19   2.0000000     iOS   Male 1850.0000
## 138       13   1.0000000 Android   Male  490.0000
## 141        8   1.0000000 Android   Male  260.0000
## 142       18   2.0000000     iOS Female 1000.0000
## 143        6   0.0000000 Android   Male    0.0000
## 147       14   1.0000000 Android   Male  344.6516
## 148       23   2.0000000     iOS Female  850.0000
## 152       24   2.0000000     iOS   Male 1700.0000
## 157        6   1.0000000 Android   Male  344.6516
## 158       25   2.0000000     iOS   Male 1700.0000
## 159       15   1.0000000 Android   Male  344.6516
## 160       13   1.0000000 Android   Male  344.6516
## 165        6   0.0000000 Android   Male    0.0000
## 166        1   0.0000000 Android   Male    0.0000
## 168        9   1.0000000 Android   Male  440.0000
## 171        7   0.0000000 Android   Male    0.0000
## 172       24   2.0000000     iOS Female 1150.0000
## 174       17   1.0000000 Android   Male  500.0000
## 177       23   2.0000000     iOS Female  950.0000
## 180       14   1.0000000 Android   Male  200.0000
## 181        1   0.0000000 Android   Male    0.0000
## 187       14   0.9930473 Android   Male  361.6334
## 189        4   1.0000000 Android Female  344.6516
## 192       10   0.9930473 Android   Male  274.4120
## 194       18   2.0000000     iOS Female 1100.0000
## 196       15   1.0000000 Android   Male  400.0000
## 197        6   0.0000000 Android   Male    0.0000
## 202       24   2.0000000     iOS   Male 1850.0000
## 205       13   1.0000000 Android   Male  344.6516
## 206       14   0.9930473 Android   Male  361.6334
## 207        9   1.0000000 Android   Male  344.6516
## 208        0   0.0000000 Android   Male    0.0000
## 210       22   1.0000000     iOS Female  576.8668
## 216       12   1.0000000 Android   Male  220.0000
## 217       16   1.0000000 Android Female  344.6516
## 219        3   1.0000000 Android   Male  340.0000
## 220       10   1.0000000 Android   Male  290.0000
## 223        5   1.0000000 Android   Male  344.6516
## 225       17   0.9930473 Android   Male  427.0495
## 227        2   0.0000000 Android   Male    0.0000
## 229       22   1.0000000     iOS   Male  575.0000
## 231       21   1.0000000     iOS   Male  675.0000
## 233        2   0.0000000 Android   Male    0.0000
## 234       20   1.0000000     iOS   Male  600.0000
## 238       12   0.9930473 Android   Male  318.0227
## 242       12   1.0000000 Android   Male  460.0000
## 243       18   2.0000000     iOS   Male 1222.5214
## 244        1   0.0000000 Android   Male    0.0000
## 246       20   1.0000000     iOS   Male  700.0000
## 247       21   1.0000000     iOS   Male  576.8668
## 253       18   2.0000000     iOS Female  850.0000
## 254       25   2.0000000     iOS   Male  500.0000
## 259        8   1.0000000 Android   Male  430.0000
## 264       13   1.0000000 Android   Male  344.6516
## 265        5   1.0000000 Android   Male  260.0000
## 267        9   1.0000000 Android   Male  320.0000
## 268       10   1.0000000 Android   Male  380.0000
## 273       16   1.0000000 Android   Male  200.0000
## 274       25   2.0000000     iOS   Male 1222.5214
## 276       10   1.0000000 Android   Male  260.0000
## 278       21   1.0000000     iOS   Male  450.0000
## 279        3   1.0000000 Android   Male  440.0000
## 281        9   1.0000000 Android Female  344.6516
## 282       20   1.0000000     iOS   Male  500.0000
## 283        5   1.0000000 Android   Male  370.0000
## 284        0   0.0000000 Android   Male    0.0000
## 286       12   1.0000000 Android   Male  220.0000
## 287       10   1.0000000 Android   Male  390.0000
## 288       11   1.0000000 Android   Male  490.0000
## 289       13   1.0000000 Android   Male  490.0000
## 291        5   0.9930473 Android   Male  165.3852
## 293       15   0.9930473 Android   Male  383.4388
## 295       13   1.0000000 Android   Male  344.6516
## 297        4   1.0000000 Android   Male  310.0000
## 299        2   0.0000000 Android Female    0.0000
## 301       25   2.0000000     iOS Female 1500.0000
## 302       18   2.0000000     iOS Female 1600.0000
## 303       20   1.0000000     iOS   Male  625.0000
## 306        3   1.0000000 Android   Male  480.0000
## 308       23   2.0000000     iOS   Male 1650.0000
## 311       11   0.9930473 Android   Male  296.2173
## 313        2   0.0000000 Android   Male    0.0000
## 314        8   1.0000000 Android   Male  344.6516
## 315       17   1.0000000 Android   Male  344.6516
## 316        8   1.0000000 Android   Male  450.0000
## 320       24   2.0000000     iOS   Male 1222.5214
## 322        0   0.0000000 Android   Male    0.0000
## 323       16   1.0000000 Android   Male  360.0000
## 326       23   2.0000000     iOS   Male  400.0000
## 327        7   0.0000000 Android   Male    0.0000
## 328       10   1.0000000 Android   Male  120.0000
## 329        4   1.0000000 Android   Male  344.6516
## 330       22   0.9930473     iOS   Male  742.1469
## 331       24   2.0000000     iOS   Male 1222.5214
## 332       14   1.0000000 Android Female  344.6516
## 335        6   1.0000000 Android   Male  120.0000
## 336       15   1.0000000 Android   Male  370.0000
## 337        2   0.0000000 Android   Male    0.0000
## 338       12   1.0000000 Android   Male  140.0000
## 340       15   1.0000000 Android   Male  430.0000
## 343        3   1.0000000 Android   Male  140.0000
## 344        9   1.0000000 Android   Male  140.0000
## 348        1   0.0000000 Android   Male    0.0000
## 349        6   1.0000000 Android   Male  390.0000
## 350       23   2.0000000     iOS Female 1200.0000
## 351       21   1.0000000     iOS   Male  500.0000
## 353        3   1.0000000 Android   Male  290.0000
## 358       17   1.0000000 Android   Male  344.6516
## 359        7   0.0000000 Android   Male    0.0000
## 361       21   1.0000000     iOS   Male  375.0000
## 362       11   0.9930473 Android   Male  296.2173
## 364       17   0.9930473 Android   Male  427.0495
## 365       11   1.0000000 Android Female  344.6516
## 367        5   0.9930473 Android   Male  165.3852
## 370        8   1.0000000 Android   Male  450.0000
## 371       17   1.0000000 Android   Male  344.6516
## 372       17   1.0000000 Android Female  344.6516
## 375        1   0.0000000 Android   Male    0.0000
## 376       11   1.0000000 Android   Male  110.0000
## 377       18   2.0000000     iOS Female  750.0000
## 378       25   2.0000000     iOS   Male 1222.5214
## 382       20   1.0000000     iOS   Male  576.8668
## 385        2   0.0000000 Android   Male    0.0000
## 388       13   1.0000000 Android   Male  344.6516
## 389       13   0.9930473 Android   Male  339.8281
## 390       24   2.0000000     iOS   Male  700.0000
## 391        8   1.0000000 Android   Male  344.6516
## 394       10   1.0000000 Android   Male  270.0000
## 397       20   1.0000000     iOS Female  750.0000
## 399        7   0.0000000 Android   Male    0.0000
## 400        9   1.0000000 Android   Male  250.0000
## 401        0   0.0000000 Android   Male    0.0000
## 402       13   0.9930473 Android   Male  339.8281
## 405       25   2.0000000     iOS   Male 1800.0000
## 406       11   1.0000000 Android   Male  490.0000
## 407       21   1.0000000     iOS   Male  450.0000
## 408       19   2.0000000     iOS Female 1550.0000
## 410       21   1.0000000     iOS   Male  400.0000
## 411       13   1.0000000 Android   Male  350.0000
## 413       20   1.0000000     iOS   Male  576.8668
## 415       19   1.0000000     iOS   Male  400.0000
## 418       20   1.0000000     iOS Female  576.8668
## 419       10   1.0000000 Android   Male  440.0000
## 420        5   1.0000000 Android   Male  170.0000
## 421       14   1.0000000 Android   Male  460.0000
## 422       23   2.0000000     iOS   Male 1222.5214
## 423       15   1.0000000 Android Female  344.6516
## 426       13   0.9930473 Android   Male  339.8281
## 431        5   1.0000000 Android   Male  290.0000
## 432       16   1.0000000 Android Female  950.0000
## 433       16   1.0000000 Android   Male  575.0000
## 434       10   0.9930473 Android   Male  274.4120
## 436       14   1.0000000 Android   Male  240.0000
## 439       11   1.0000000 Android   Male  310.0000
## 440       18   2.0000000     iOS Female  750.0000
## 441       10   1.0000000 Android   Male  490.0000
## 445        3   1.0000000 Android   Male  330.0000
## 449       25   2.0000000     iOS   Male 1222.5214
## 450        2   0.0000000 Android   Male    0.0000
## 458        8   1.0000000 Android Female  344.6516
## 460       21   0.9930473     iOS   Male  720.3415
## 463        0   0.0000000 Android   Male    0.0000
## 464       25   2.0000000     iOS   Male 1222.5214
## 465       20   0.9930473     iOS   Male  698.5362
## 466       19   1.0000000     iOS   Male  475.0000
## 470       20   1.0000000     iOS   Male  425.0000
## 472        1   0.0000000 Android   Male    0.0000
## 473        9   0.9930473 Android   Male  252.6066
## 475       22   1.0000000     iOS   Male  576.8668
## 476        9   0.9930473 Android   Male  252.6066
## 477        7   0.0000000 Android   Male    0.0000
## 480        2   0.0000000 Android   Male    0.0000
## 481        5   1.0000000 Android   Male  220.0000
## 485       15   1.0000000 Android Female  344.6516
## 487       23   2.0000000     iOS   Male 1900.0000
## 489        2   0.0000000 Android Female    0.0000
## 491       19   2.0000000     iOS   Male 1222.5214
## 492        2   0.0000000 Android   Male    0.0000
## 495       23   2.0000000     iOS Female 1250.0000
## 497       14   1.0000000 Android   Male  320.0000
## 498       19   2.0000000     iOS   Male  450.0000
## 499       22   1.0000000     iOS   Male  400.0000
## 502       21   0.9930473     iOS   Male  720.3415
## 503       18   2.0000000     iOS   Male  650.0000
## 512       10   1.0000000 Android   Male  190.0000
## 513       15   1.0000000 Android   Male  350.0000
## 515        5   1.0000000 Android   Male  344.6516
## 517       11   1.0000000 Android   Male  140.0000
## 518       19   2.0000000     iOS Female 1450.0000
## 520       24   2.0000000     iOS Female 1222.5214
## 526        7   0.0000000 Android   Male    0.0000
## 536        9   1.0000000 Android   Male  150.0000
## 538       11   1.0000000 Android   Male  270.0000
## 539       16   1.0000000 Android   Male  344.6516
## 540       13   1.0000000 Android   Male  160.0000
## 541       17   1.0000000 Android Female  975.0000
## 542       18   2.0000000     iOS   Male 1222.5214
## 544        0   0.0000000 Android   Male    0.0000
## 547       10   1.0000000 Android   Male  430.0000
## 552       15   1.0000000 Android   Male  430.0000
## 558       24   2.0000000     iOS Female 1150.0000
## 559        4   1.0000000 Android   Male  280.0000
## 563        0   0.0000000 Android   Male    0.0000
## 565        3   1.0000000 Android   Male  344.6516
## 566        1   0.0000000 Android   Male    0.0000
## 568       13   1.0000000 Android   Male  344.6516
## 569       20   1.0000000     iOS Female  750.0000
## 571        7   0.0000000 Android Female    0.0000
## 573        4   1.0000000 Android   Male  344.6516
## 575       12   1.0000000 Android   Male  120.0000
## 578       13   1.0000000 Android   Male  130.0000
## 579       14   0.9930473 Android   Male  361.6334
## 583       23   2.0000000     iOS   Male  400.0000
## 584       17   1.0000000 Android   Male  344.6516
## 586        6   0.0000000 Android   Male    0.0000
## 590        6   0.0000000 Android Female    0.0000
## 595        5   1.0000000 Android   Male  290.0000
## 596        7   0.0000000 Android   Male    0.0000
## 597       24   2.0000000     iOS Female 1222.5214
## 598       14   1.0000000 Android   Male  260.0000
## 599        5   1.0000000 Android   Male  344.6516
## 601       20   0.9930473     iOS   Male  698.5362
## 603        7   0.0000000 Android   Male    0.0000
## 605       12   1.0000000 Android   Male  344.6516
## 608        6   0.0000000 Android   Male    0.0000
## 609       25   2.0000000     iOS Female 1450.0000
## 611       12   1.0000000 Android   Male  110.0000
## 612       19   2.0000000     iOS   Male 1650.0000
## 616        9   1.0000000 Android   Male  220.0000
## 619        3   1.0000000 Android   Male  480.0000
## 621        3   0.9930473 Android   Male  121.7745
## 622       15   1.0000000 Android   Male  430.0000
## 623       14   1.0000000 Android   Male  110.0000
## 624       17   1.0000000 Android   Male  525.0000
## 626       15   1.0000000 Android   Male  240.0000
## 627       25   2.0000000     iOS   Male  500.0000
## 632        0   0.0000000 Android   Male    0.0000
## 634       12   1.0000000 Android   Male  440.0000
## 635       18   2.0000000     iOS Female  850.0000
## 638       17   1.0000000 Android Female  925.0000
## 640        2   0.0000000 Android   Male    0.0000
## 642       15   1.0000000 Android   Male  344.6516
## 643        3   1.0000000 Android   Male  450.0000
## 644        6   0.0000000 Android   Male    0.0000
## 646        0   0.0000000 Android   Male    0.0000
## 648       25   2.0000000     iOS   Male 1222.5214
## 649       18   2.0000000     iOS   Male 1700.0000
## 652       24   2.0000000     iOS   Male 1650.0000
## 658        4   1.0000000 Android Female  344.6516
## 659        2   0.0000000 Android   Male    0.0000
## 660       13   1.0000000 Android   Male  260.0000
## 662        3   1.0000000 Android   Male  320.0000
## 664       13   1.0000000 Android   Male  320.0000
## 665       22   1.0000000     iOS Female  800.0000
## 667        0   0.0000000 Android   Male    0.0000
## 668       18   2.0000000 Android Female 1150.0000
## 669       23   2.0000000     iOS   Male  650.0000
## 670       16   1.0000000 Android Female  344.6516
## 673       10   1.0000000 Android   Male  390.0000
## 677       14   0.9930473 Android   Male  361.6334
## 678       17   1.0000000 Android Female  775.0000
## 682       24   2.0000000     iOS   Male 1750.0000
## 683       14   1.0000000 Android   Male  450.0000
## 684       22   1.0000000     iOS Female  576.8668
## 687       13   1.0000000 Android   Male  344.6516
## 689       23   2.0000000     iOS   Male 1800.0000
## 690       21   1.0000000     iOS   Male  425.0000
## 696       13   1.0000000 Android   Male  140.0000
## 697        9   1.0000000 Android   Male  130.0000
## 698        8   1.0000000 Android   Male  344.6516
## 700        9   1.0000000 Android   Male  230.0000
## 701       18   2.0000000 Android   Male 2000.0000
## 702       14   1.0000000 Android   Male  110.0000
## 704       20   1.0000000     iOS   Male  475.0000
## 705       23   2.0000000     iOS   Male 1900.0000
## 706       20   1.0000000     iOS   Male  700.0000
## 711       22   1.0000000     iOS Female  875.0000
## 713       25   2.0000000     iOS Female  900.0000
## 714       10   1.0000000 Android   Male  430.0000
## 717        4   1.0000000 Android   Male  350.0000
## 718       10   1.0000000 Android Female  344.6516
## 724       24   2.0000000     iOS Female 1200.0000
## 727        1   0.0000000 Android   Male    0.0000
## 730       11   1.0000000 Android   Male  110.0000
## 735        3   1.0000000 Android   Male  220.0000
## 737       12   1.0000000 Android   Male  410.0000
## 738       20   1.0000000     iOS Female 1000.0000
## 739        1   0.0000000 Android   Male    0.0000
## 750       19   1.0000000     iOS   Male  500.0000
## 754        5   1.0000000 Android   Male  344.6516
## 757       16   0.9930473 Android   Male  405.2441
## 760        2   0.0000000 Android   Male    0.0000
## 761        7   0.0000000 Android   Male    0.0000
## 767        1   0.0000000 Android   Male    0.0000
## 768       11   1.0000000 Android   Male  300.0000
## 772       13   1.0000000 Android   Male  140.0000
## 774       20   1.0000000     iOS Female  975.0000
## 776       11   0.9930473 Android   Male  296.2173
## 777       20   1.0000000     iOS   Male  600.0000
## 778       15   1.0000000 Android   Male  170.0000
## 779       10   1.0000000 Android   Male  100.0000
## 782       15   1.0000000 Android   Male  130.0000
## 783       11   1.0000000 Android   Male  210.0000
## 785       14   1.0000000 Android   Male  180.0000
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new_test
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## 12181     23   2.0000000     iOS Female 1500.0000
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